I'm looking for an open source system that will manage employee shifts.
The software has to have features that make the distribution fair, allowing to make customize rules, and must have a UI.
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Look at ShiftExec Pro, its Lite version is free and open source:
It's enough well written, that it should be very easy to implement any missing features.